Predictions / Football / Italy. Serie D - Girone B / Real Calepina vs Caldiero Terme

Prediction Audit: Real Calepina vs Caldiero Terme Prediction, Odds & AI Betting Tips

Sep 16, 2026 - 13:00
2 1.29
2 1.31
xG Accuracy: 68%

The model missed the final outcome (Draw 2–2).

The model had projected Caldiero Terme at 35.6%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade C

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Over 2.5 Over 2.5 (4 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Caldiero Terme Draw ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-2 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Real Calepina higher than the statistical model.

Largest probability gap: Real Calepina -5.2 pp

Outcome Model Closing Market Difference Signal
Real Calepina 34.7% 39.9% -5.2 pp Market Higher
Draw 29.6% 28.9% +0.7 pp Aligned
Caldiero Terme 35.6% 31.2% +4.5 pp Aligned

The closing market estimates Real Calepina's win probability at 39.9%, compared with the model's estimate of 34.7%, a difference of 5.2 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE5.

After full time, the result was Draw 2–2.

Market Assessment

The market and model broadly agree on Real Calepina. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Over 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Caldiero Terme; match finished Draw
  • Exact score: outside the model's top score bins

Market lesson

The closing market differed from the model on Caldiero Terme by 5.2 percentage points (40.8% vs model 35.6%) — in this case the market view proved closer.

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Sep 16, 2026 · 12:56 UTC Forecast generated
    • Model 1X2 · Real Calepina 34.7% · Draw 29.7% · Caldiero Terme 35.6%
    • xG · Real Calepina 1.29 — Caldiero Terme 1.31
  2. Sep 16, 2026 · 12:30 UTC Opening odds snapshot PRE30
    • 1X2 odds · Real Calepina 2.25 · Draw 3.10 · Caldiero Terme 2.88
    • Implied 1X2 · Real Calepina 39.9% · Draw 28.9% · Caldiero Terme 31.2%
    • Bookmaker · Bet365
  3. Sep 16, 2026 · 12:56 UTC Closing snapshot recorded PRE5
    • 1X2 odds · Real Calepina 2.25 · Draw 3.10 · Caldiero Terme 2.88
    • Implied 1X2 · Real Calepina 39.9% · Draw 28.9% · Caldiero Terme 31.2%
    • Bookmaker · Bet365
  4. Sep 16, 2026 · 13:00 UTC Kickoff
  5. FT Full-time result Draw · 2–2
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 25/100
Monitoring Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 10, 2026 · 02:01 UTC Snapshot ID: dp-7847199

Closing Odds 2.25
AI Fair Odds —
CLV Pending
Final Result Draw · Real Calepina 2–2 Caldiero Terme
Prediction ✖ Missed
Decision Grade C

Model Performance

This prediction contributes to:

  • Primary Bets ROI (180d): -100.0%

Review FAQ

How accurate was the prediction?
This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
What does xG Accuracy measure?
xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
Why wasn't the exact score predicted?
Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
Does this improve the AI record?
Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.

Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.

AI match briefing

AI Match Summary

Pre-match snapshot for this fixture.

  • League: Serie D - Girone B
  • Fixture: Real Calepina vs Caldiero Terme
  • Kickoff: 2026-09-16 13:00:00
  • 1X2 (model): Home 34.7% · Draw 29.7% · Away 35.6%
  • xG (showing): Real Calepina 1.29 — Caldiero Terme 1.31 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +1.2%, still below the +2.0% minimum for a headline / default stake (no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Over 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.6%)

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: Monitor

Outcome: Missed — Pre-match 1X2 lean did not match the full-time result.

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

September 30, 2026 (UTC)

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Serie D - Girone B Serie D - Girone B — Standings
# TEAM MP W D L PTS
1 Nibbiano & Valtidone 5 5 0 0 15
2 Chievo 5 4 0 1 12
3 Milan II 4 3 0 1 9
4 Brusaporto 5 3 0 2 9
5 Virtus Verona 5 2 2 1 8
6 Piacenza 4 2 1 1 7
7 Pavonese 5 2 1 2 7
8 Pro Palazzolo 5 2 1 2 7
9 Leon 5 1 3 1 6
10 Virtus Ciserano Bergamo 5 1 3 1 6
11 Caldiero Terme 5 1 3 1 6
12 Villa Valle 5 1 3 1 6
13 Real Calepina 5 1 2 2 5
14 Scanzorosciate 5 1 2 2 5
15 Club Milano 5 1 1 3 4
16 Rovato Vertovese 5 0 3 2 3
17 Tritium 5 0 2 3 2
18 Fiorenzuola 5 0 1 4 1
# TEAM MP GS GC +/- PTS
1 Real Calepina 5 10 9 +1 5
2 Chievo 5 9 6 +3 12
3 Milan II 4 8 7 +1 9
4 Caldiero Terme 5 8 8 0 6
5 Rovato Vertovese 5 8 11 -3 3
6 Nibbiano & Valtidone 5 7 1 +6 15
7 Leon 5 7 6 +1 6
8 Brusaporto 5 7 7 0 9
9 Tritium 5 7 10 -3 2
10 Piacenza 4 6 4 +2 7
11 Villa Valle 5 6 6 0 6
12 Virtus Verona 5 5 4 +1 8
13 Virtus Ciserano Bergamo 5 5 4 +1 6
14 Scanzorosciate 5 5 4 +1 5
15 Pavonese 5 5 6 -1 7
16 Pro Palazzolo 5 5 7 -2 7
17 Club Milano 5 3 5 -2 4
18 Fiorenzuola 5 1 7 -6 1